How are you justifying Claude Code costs to leadership in large companies?

For those working at mid-to-large companies (500+ devs), how did you get budget approval for coding tools like Claude Code, GH Copilot...? When you multiply $100-200/month by hundreds of developers it gets uncomfortable really fast. Devs say they are faster